Applied Artificial Intelligence

A senior engineering practice for serious AI work.

DeMatos Labs designs, builds, and delivers production AI systems for organisations that need them to actually work — and helps the people who run them understand what they are operating.

Four decadesSystems, architecture, delivery
Turn-keyBuilt, delivered, handed over
On your termsOn-premise or your cloud
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Services

01 / BuildTurn-key custom AI applications

End-to-end delivery of custom AI systems — from problem definition through to a working application running in your environment. Forward-deployed engineering, not a slide deck.

  • Retrieval and knowledge systems over your own data
  • Agentic and multi-step automation
  • Model gateways, orchestration, and integration with existing systems
  • Delivered on-premise or into your cloud, with full handover
02 / AdviseAI consulting

Architecture, technology selection, and delivery strategy from someone who has built and run systems at every layer for forty years.

  • Feasibility and architecture review
  • Build-versus-buy and vendor assessment
  • Delivery oversight and technical due diligence
03 / TrainAI training

Practical, role-appropriate training that leaves your teams able to operate, extend, and reason about the systems you depend on.

  • Engineering teams: hands-on system design and delivery
  • Leadership: what the technology can and cannot do
  • Tailored to your stack and your actual workloads
04 / ForeseeAI futurism

Grounded, technically literate assessment of where the field is heading and what it means for your organisation — without the hype that surrounds the subject.

  • Horizon scanning and capability forecasting
  • Strategic briefings for boards and executives
  • Scenario work tied to your sector and timeframe
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Approach

We do not sell software you have to staff, maintain, and decipher. We deliver systems that run, with the knowledge to run them.

Every engagement is scoped to a concrete outcome, built with disciplined architecture so that any part can be replaced without disturbing the rest, and handed over completely. You own what we build.

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Contact

Start a conversation.

Tell us what you are trying to do. We will tell you, candidly, whether and how we can help.

Engagements typically begin with a short scoping discussion at no cost.

Engagements
Remote · On-site by arrangement

We reply to every serious enquiry.